diff --git a/pkgs/development/python-modules/pyfume/default.nix b/pkgs/development/python-modules/pyfume/default.nix
index 838a89450db2..9eb6590004a3 100644
--- a/pkgs/development/python-modules/pyfume/default.nix
+++ b/pkgs/development/python-modules/pyfume/default.nix
@@ -6,13 +6,14 @@
 , pandas
 , pythonOlder
 , scipy
+, setuptools
 , simpful
 }:
 
 buildPythonPackage rec {
   pname = "pyfume";
   version = "0.3.0";
-  format = "setuptools";
+  pyproject = true;
 
   disabled = pythonOlder "3.7";
 
@@ -22,6 +23,10 @@ buildPythonPackage rec {
     hash = "sha256-dZKp+BGwOSRlPcaDmY8LRJZEdJA3WaIGcBBOek5ZMf4=";
   };
 
+  nativeBuildInputs = [
+    setuptools
+  ];
+
   propagatedBuildInputs = [
     fst-pso
     numpy
@@ -40,6 +45,7 @@ buildPythonPackage rec {
   meta = with lib; {
     description = "A Python package for fuzzy model estimation";
     homepage = "https://github.com/CaroFuchs/pyFUME";
+    changelog = "https://github.com/CaroFuchs/pyFUME/releases/tag/${version}";
     license = with licenses; [ gpl3Only ];
     maintainers = with maintainers; [ fab ];
   };